Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "128"
csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 128 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 120 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_
Found 118 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
            antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
        else:
            antnum = int(row['Ant'])
        if antnum != int(antenna):
            continue
        
        if np.issubdtype(type(row['Node']), np.integer):
            row['Node'] = str(row['Node'])
        if type(row['Node']) == str and row['Node'].isnumeric():
            row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 128, Node N10:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459937 digital_ok 100.00% 100.00% 100.00% 0.00% - - 9.417513 10.970027 9.408640 9.896432 7.402386 7.839058 2.767251 4.025260 0.0354 0.0274 0.0040 nan nan
2459936 digital_ok 100.00% 100.00% 100.00% 0.00% - - 8.719822 9.947456 11.027756 11.300569 8.570765 9.233476 6.755964 6.349817 0.0318 0.0273 0.0024 nan nan
2459935 digital_ok 100.00% 100.00% 100.00% 0.00% - - 9.141489 10.863123 8.380045 9.119369 8.904652 9.483117 0.972787 1.473609 0.0288 0.0255 0.0021 nan nan
2459934 digital_ok 100.00% 100.00% 100.00% 0.00% - - 11.914537 13.473470 9.101111 9.667582 8.607100 8.622409 0.364619 0.400305 0.0304 0.0281 0.0016 nan nan
2459933 digital_ok 100.00% 100.00% 100.00% 0.00% - - 9.626946 10.629163 9.072014 9.588794 8.418799 8.269502 -0.133746 -0.262878 0.0314 0.0269 0.0028 nan nan
2459932 digital_ok 100.00% 100.00% 100.00% 0.00% - - 11.710854 14.006655 9.509449 10.251604 3.319351 2.660936 1.332905 1.527502 0.0318 0.0266 0.0033 nan nan
2459931 digital_ok 100.00% 100.00% 100.00% 0.00% - - 10.962836 12.656398 10.201989 10.684651 6.668402 7.379669 0.288481 0.704593 0.0321 0.0265 0.0035 nan nan
2459930 digital_ok 100.00% 100.00% 100.00% 0.00% - - 9.313991 10.701657 8.645278 9.353593 6.458839 7.008048 1.114053 0.851010 0.0310 0.0284 0.0017 nan nan
2459929 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459928 digital_ok 100.00% 100.00% 100.00% 0.00% - - 9.249907 10.029781 10.397197 10.892253 8.694792 9.022036 0.645393 0.776918 0.0296 0.0260 0.0018 nan nan
2459927 digital_ok 100.00% 100.00% 100.00% 0.00% - - 9.993394 11.855087 9.700931 10.301043 3.090719 1.281532 1.116958 1.167132 0.0372 0.0320 0.0026 nan nan
2459926 digital_ok 100.00% 100.00% 100.00% 0.00% - - 8.561358 11.872928 8.736714 9.104735 1.046650 1.381738 0.760678 0.970408 0.0314 0.0262 0.0023 nan nan
2459925 digital_ok 100.00% 100.00% 100.00% 0.00% - - 7.404230 7.989695 11.294659 11.729786 4.671913 5.768454 3.011070 1.881075 0.0319 0.0264 0.0027 nan nan
2459924 digital_ok 100.00% 100.00% 100.00% 0.00% - - 9.975761 10.913856 10.646700 10.936061 6.825860 7.230015 0.436862 0.543198 0.0304 0.0264 0.0020 nan nan
2459923 digital_ok 100.00% 100.00% 100.00% 0.00% - - 10.528676 11.775089 9.686645 10.331750 5.875478 5.801012 2.387663 1.638413 0.0331 0.0273 0.0028 nan nan
2459922 digital_ok 100.00% 100.00% 100.00% 0.00% - - 9.862017 11.043469 7.484136 8.053206 9.883364 9.931395 0.216906 0.514788 0.0309 0.0262 0.0027 nan nan
2459921 digital_ok 100.00% 100.00% 100.00% 0.00% - - 8.766478 9.894038 8.280531 9.285100 11.320313 11.335039 -0.046887 0.431204 0.0307 0.0267 0.0026 nan nan
2459920 digital_ok 100.00% 100.00% 100.00% 0.00% - - 8.796243 9.757597 7.386873 7.975038 7.054948 7.160540 0.718162 1.249083 0.0314 0.0265 0.0027 nan nan
2459919 digital_ok 100.00% 100.00% 100.00% 0.00% - - 9.508463 10.525495 8.531933 9.033468 9.110831 10.304289 0.645897 1.371158 0.0327 0.0266 0.0030 nan nan
2459918 digital_ok 100.00% 100.00% 100.00% 0.00% - - 11.207540 11.997519 8.743023 9.210669 6.963360 6.736103 1.784220 0.937124 0.0302 0.0264 0.0021 nan nan
2459917 digital_ok 100.00% 100.00% 100.00% 0.00% - - 9.115893 9.892848 8.950196 9.421393 4.960861 7.669131 0.331412 0.606362 0.0293 0.0263 0.0017 nan nan
2459916 digital_ok 100.00% 100.00% 100.00% 0.00% - - 9.750258 10.456367 8.926608 9.308313 7.312104 7.749554 0.693425 1.080336 0.0308 0.0265 0.0022 nan nan
2459915 digital_ok 100.00% 100.00% 100.00% 0.00% - - 10.418517 11.171114 10.584248 10.942363 7.868046 7.615737 3.274994 2.481118 0.0361 0.0273 0.0049 nan nan
2459914 digital_ok 100.00% 100.00% 100.00% 0.00% - - 11.190361 12.328436 11.256710 11.686120 8.562994 9.158440 6.613937 6.449431 0.0315 0.0266 0.0026 nan nan
2459913 digital_ok 100.00% 100.00% 100.00% 0.00% - - 11.265198 12.282456 9.453488 9.987116 8.972216 9.177400 5.157547 1.977264 0.0302 0.0263 0.0022 nan nan
2459912 digital_ok 100.00% 100.00% 100.00% 0.00% - - 9.328219 10.425963 8.357126 9.090559 8.642583 8.025354 0.131921 0.692550 0.0319 0.0265 0.0033 nan nan
2459911 digital_ok 100.00% 96.60% 94.49% 0.00% - - 6.427219 3.636548 8.088338 7.893530 110.665362 142.444756 0.469564 3.530912 0.0503 0.0633 0.0239 nan nan
2459910 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.628268 0.124752 1.102302 0.700921 -0.655917 1.879820 -0.265708 0.777366 0.6688 0.6927 0.4070 nan nan
2459909 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.667574 0.220921 1.053728 0.741065 -0.410731 1.807353 -0.132595 1.272698 0.6688 0.6934 0.4063 nan nan
2459908 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.644825 0.417579 1.038387 0.716738 -0.370507 1.328322 -0.325775 1.335954 0.6722 0.6987 0.4054 nan nan
2459907 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.627276 0.368156 1.045798 0.715737 -0.370976 1.884248 0.129258 3.045416 0.6728 0.6985 0.4014 nan nan
2459906 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.751375 0.129545 1.079349 0.691778 -0.489816 2.154626 -0.514923 0.951512 0.6643 0.6903 0.4029 nan nan
2459905 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.703843 0.202644 1.154045 0.784142 -0.307719 0.601909 -0.205304 1.403882 0.6547 0.6860 0.4085 nan nan
2459904 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.778057 0.187505 1.266094 0.847000 -0.264794 1.212341 -0.242781 0.331031 0.6582 0.6862 0.4008 nan nan
2459903 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.657904 0.237199 1.254082 0.663342 -0.290780 1.608217 -0.063758 0.300492 0.6660 0.6909 0.4047 nan nan
2459902 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.492887 0.357537 1.331558 0.575260 -0.552117 1.989213 -0.183381 2.255799 0.6721 0.6916 0.3963 nan nan
2459901 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.604111 0.198693 1.159233 0.723539 -0.483753 2.829887 -0.413455 1.104296 0.6658 0.6855 0.4078 nan nan
2459900 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.614701 0.014768 1.228474 0.772886 -0.763534 2.876197 -0.438890 0.678601 0.6211 0.6568 0.3446 nan nan
2459898 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.679100 0.292219 1.087358 0.607309 -0.277117 1.528207 -0.076921 0.026232 0.6707 0.6938 0.4017 nan nan
2459897 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.718738 -0.243267 1.034233 0.719859 -0.175134 1.180703 -0.130981 0.172245 0.6747 0.6968 0.3986 nan nan
2459896 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.719109 -0.279112 1.195540 0.497208 -0.441561 0.558427 0.063447 1.570002 0.6772 0.6995 0.3968 nan nan
2459895 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.772243 -0.881817 1.643827 0.771659 0.256033 2.026798 2.121616 1.370949 0.7818 0.7817 0.2500 nan nan
2459894 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.975402 -0.419010 0.966201 0.783374 -0.539609 1.171331 -0.560882 -0.465838 0.6869 0.6979 0.3833 nan nan
2459893 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.946645 -0.143060 1.109399 0.639196 -0.065275 0.376253 -0.261327 0.356996 0.6859 0.7012 0.3850 nan nan
2459892 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.833629 -0.093177 1.362136 0.574240 -0.677165 2.029942 -0.206648 1.048753 0.6787 0.7003 0.3930 nan nan
2459891 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.003473 -0.259669 1.290089 0.738465 -0.598034 0.039355 -0.209310 -0.212361 0.6725 0.6950 0.3921 nan nan
2459890 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.983389 -0.647300 1.918251 0.970589 -0.779453 0.910176 0.084491 1.181029 0.6766 0.6934 0.3907 nan nan
2459889 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.109190 -0.532469 1.213018 0.677051 -0.276161 0.803463 -0.558529 -0.358872 0.6841 0.6990 0.3869 nan nan
2459888 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.936588 -0.551046 1.931734 0.681843 -0.498180 -0.178288 0.421479 0.120817 0.7014 0.7187 0.3777 nan nan
2459887 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.813569 -0.441038 2.182053 0.520889 -0.419557 0.480220 -0.266552 -0.041038 0.6835 0.7006 0.3899 nan nan
2459886 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.123838 -0.396195 1.885757 0.471679 1.763327 0.591412 2.272288 0.784997 0.7651 0.7622 0.3193 nan nan
2459885 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.886661 -0.139910 8.598554 2.345330 0.738961 1.746964 2.763717 0.540125 0.7388 0.7401 0.3381 nan nan
2459884 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.038988 -0.576939 1.548959 0.629199 0.393901 -0.157376 -0.493870 -0.522947 0.6778 0.6871 0.3972 nan nan
2459883 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.389679 0.350782 7.733098 1.628420 -0.097433 1.786317 -0.364469 -0.180209 0.6880 0.7003 0.3829 nan nan
2459882 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.718252 0.209607 8.126354 3.697368 -0.147372 1.193113 -0.208327 -0.275227 0.6939 0.7028 0.3713 nan nan
2459881 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.718761 0.201948 10.044855 3.314760 1.209136 0.278202 0.067708 -0.198832 0.7289 0.7464 0.3227 nan nan
2459880 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.712344 0.146821 7.906866 2.421409 0.362639 1.682904 -0.052252 -0.195780 0.6871 0.7011 0.3873 nan nan
2459879 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.713182 -0.224756 1.317714 0.799726 -0.004027 0.152870 -0.073432 -0.323672 0.6726 0.6885 0.4082 nan nan
2459878 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.150769 0.296547 8.313950 2.524239 0.127943 2.133841 2.519793 0.905103 0.6793 0.6971 0.3922 nan nan
2459876 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.271185 -0.245023 5.918602 2.114450 0.064794 0.946873 0.379153 0.469074 0.6974 0.6893 0.3925 nan nan
2459875 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.856577 2.762624 7.426895 2.901567 -0.081724 2.077165 -0.516871 -0.122578 0.7138 0.7178 0.3924 nan nan
2459874 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.951672 1.327956 3.335389 1.127143 0.292694 0.191092 0.155278 -0.212822 0.6961 0.6851 0.3828 nan nan
2459873 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.763728 8.683849 4.685339 2.792539 -0.563074 1.862042 -0.644234 -0.233739 0.7038 0.6788 0.3802 nan nan
2459872 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.098811 8.320593 5.671047 3.054517 -0.120874 2.619515 -0.343899 -0.676776 0.7020 0.6736 0.3888 nan nan
2459871 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.827347 6.613537 6.714298 2.427511 -0.297174 2.077601 -0.347490 -0.572594 0.7038 0.6663 0.3919 nan nan
2459870 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.127152 11.945372 4.909025 1.397052 0.105168 3.661796 1.069466 0.645458 0.7085 0.6815 0.3876 nan nan
2459869 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.461667 8.948507 5.165129 0.663342 -0.078170 2.278574 -0.216657 -0.755945 0.7230 0.7063 0.3725 nan nan
2459868 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.038612 11.395659 7.809225 3.547169 0.176399 2.699547 0.007347 -0.404079 0.6970 0.6738 0.3979 nan nan
2459867 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.800005 8.559694 5.547582 2.733898 -0.323463 2.445320 -0.073000 -0.471744 0.7090 0.6775 0.3999 nan nan
2459866 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.749652 9.465198 5.610566 2.756364 -0.130826 2.460565 -0.168283 -0.548119 0.7101 0.6794 0.3937 nan nan
2459865 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.125575 12.261137 1.603172 0.529971 -0.334980 2.705105 -0.407826 -0.345259 0.7362 0.7003 0.3589 nan nan
2459864 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.031913 13.414470 -0.921455 -0.793606 -0.393353 1.741661 0.049918 0.211203 0.7104 0.6744 0.4064 nan nan
2459863 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.812650 7.713131 -0.099229 -0.053092 0.185363 0.048730 -0.267342 -0.412089 0.7044 0.6650 0.4014 nan nan
2459862 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.783531 6.294983 -1.514381 -1.102185 -0.059653 1.478958 -0.467679 -0.553869 0.6906 0.6971 0.4197 nan nan
2459861 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.702388 3.697821 -0.022234 0.061608 0.555889 -0.562629 -0.226077 -0.511228 0.7153 0.6775 0.4180 nan nan
2459860 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.930297 3.896155 -1.033636 -0.437316 -0.307797 1.209938 -0.215726 -0.718402 0.7277 0.6862 0.4053 nan nan
2459859 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.650513 3.485021 0.046189 -0.168483 0.870905 -1.268310 -0.278934 -0.388903 0.7289 0.6876 0.4051 nan nan
2459858 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.647063 3.719527 -0.000856 -0.205097 1.312169 -0.929230 -0.328060 -0.485992 0.7415 0.6954 0.4113 1.639508 1.570908
2459857 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.650404 0.870812 0.195564 -0.291430 -1.238020 2.777059 -0.550028 -0.320423 0.0248 0.0249 0.0004 nan nan
2459856 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.765837 6.446757 -0.877317 0.164136 -0.354560 1.835275 -0.457550 -0.542553 0.7336 0.7104 0.3959 2.978098 2.822701
2459855 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.652440 7.326727 0.246197 2.114526 -0.367545 2.165835 -0.299333 -0.785649 0.7116 0.7238 0.4367 2.783640 2.589906
2459854 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.856417 7.469398 0.391396 0.825643 -0.349936 1.408706 -0.119173 -0.622097 0.7290 0.7448 0.4316 2.884016 2.680916
2459853 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.234238 5.017066 0.489391 1.251652 -0.047595 1.597028 -0.049157 -0.383072 0.7488 0.6981 0.4210 3.426667 3.355952
2459852 digital_ok 0.00% 0.00% 0.00% 0.00% 8.65% 0.54% -0.604448 2.175376 -0.135936 0.133451 -0.069201 1.530861 -0.922025 -0.502256 0.8424 0.8444 0.2299 3.219672 3.230882
2459851 digital_ok 0.00% 0.00% 0.00% 0.00% 11.76% 0.00% -1.276981 3.549983 0.419953 1.205351 0.032805 0.064042 -0.070820 -0.670872 0.7648 0.7451 0.3355 1.560681 1.480982
2459850 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.345295 4.530076 0.413448 1.118601 -0.015458 1.545640 -0.141937 -0.685363 0.7545 0.7676 0.3449 3.057644 3.132693
2459849 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.626142 5.288157 1.551859 4.694125 -0.032695 1.900931 0.222559 -0.719382 0.7521 0.7612 0.3510 3.779542 3.496353
2459848 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.262008 5.066744 -0.610714 2.683244 0.668659 1.883323 -0.146917 -0.349098 0.7352 0.7617 0.3706 3.460692 3.218575
2459847 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.265027 4.594297 -0.878831 2.030754 -0.234649 0.166597 -0.557695 -0.626904 0.7344 0.6942 0.4280 3.585725 3.259001
2459845 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.271773 6.675045 0.113606 5.419665 -0.228331 2.633829 -0.233328 -0.926419 0.7604 0.7550 0.3545 6.313538 6.395690
2459844 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.912364 3.398109 -0.191246 1.144540 -0.320985 2.262651 -0.708642 -1.206729 0.0244 0.0246 0.0005 nan nan
2459843 digital_ok 100.00% 0.66% 0.66% 0.00% 100.00% 0.00% -0.867030 6.955169 -0.328242 1.334085 -0.286887 1.041420 -0.258577 -0.312819 0.7589 0.7499 0.3808 4.925799 5.025558
2459842 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.647383 1.717986 0.490011 -0.728761 0.480092 0.045988 -0.008303 0.096026 0.7741 0.7098 0.2477 2.174088 1.842875
2459841 digital_ok 100.00% 100.00% 100.00% 0.00% - - -0.951964 4.501729 0.060560 0.145461 -1.148896 5.885939 0.871352 0.381836 0.0245 0.0248 0.0006 nan nan
2459840 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.292921 1.063117 0.201471 -0.376208 -1.000739 -0.883248 -0.235253 -0.056071 0.0231 0.0232 0.0007 nan nan
2459839 digital_ok 0.00% - - - - - -0.403978 0.010519 -0.068623 -0.753361 2.174414 3.145084 -0.477099 -0.422009 nan nan nan nan nan
2459838 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459836 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0445 0.0504 0.0032 nan nan
2459835 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.353991 0.103012 -1.025258 -0.345496 -0.148533 0.706188 -0.484917 -0.735396 0.0444 0.0481 0.0039 nan nan
2459833 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.435296 -0.464674 0.630562 -0.193233 -0.184150 0.533108 -0.024382 -0.177940 0.0408 0.0390 0.0018 nan nan
2459832 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.852873 4.637942 -0.846238 0.095282 0.196134 2.705335 0.442398 -0.589073 0.7488 0.4731 0.5525 3.172267 3.248855
2459831 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.222781 0.335618 -0.322098 -0.698548 0.168012 0.406892 -0.353630 -0.292771 0.0533 0.0358 0.0022 nan nan
2459830 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -1.881230 3.747308 -0.555410 0.886666 0.572837 0.741096 0.135773 -1.101259 0.7453 0.4687 0.5447 2.035321 1.631600
2459829 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.855415 8.909812 0.185143 1.762505 0.092037 3.240444 1.542590 -0.310421 0.6812 0.5898 0.4156 9.326170 13.706101
2459828 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -1.234239 3.323639 0.181865 1.248138 -0.060445 1.357354 0.925747 -0.435647 0.7403 0.4860 0.5206 2.231852 1.756546
2459827 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.428078 6.219833 -0.069471 2.508083 -0.123736 1.727286 -0.363877 -0.445807 0.6951 0.6063 0.4080 8.938381 11.329961
2459826 digital_ok 0.00% 16.13% 16.13% 0.00% 15.79% 0.00% -1.352573 2.522602 -0.409308 1.822125 0.354994 1.435053 0.061478 -0.946639 0.6632 0.4552 0.4461 1.340337 0.848195
2459825 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.520362 2.373424 -0.294978 0.258992 0.288565 0.879871 0.095312 0.154132 0.0880 0.0677 0.0148 0.000000 0.000000
2459824 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.638501 6.959856 -0.275246 0.950295 1.136044 1.811327 2.446311 2.480912 0.0891 0.0811 0.0179 0.000000 0.000000
2459823 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.134370 1.112929 -0.631083 1.052794 1.554595 -0.506494 0.669227 -1.170823 0.0843 0.0718 0.0187 0.000000 0.000000
2459822 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.030554 2.233248 -0.155249 1.617265 0.749095 1.538213 0.671154 0.016499 0.0835 0.0723 0.0143 0.000000 0.000000
2459821 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.441362 1.499013 -0.009171 1.701312 0.522471 1.226257 0.156355 0.305404 0.0751 0.0766 0.0131 1.096221 1.105689
2459820 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.387281 5.864497 0.001110 2.382894 0.479166 5.275149 0.434908 -0.307859 0.0814 0.0737 0.0147 0.000000 0.000000
2459817 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.141344 1.739004 -0.005525 1.334682 0.715618 1.556954 0.213970 -0.002778 0.0758 0.0770 0.0117 21.716889 17.107527
2459816 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.155387 2.296611 -0.458293 0.788060 0.367074 1.301152 0.452611 2.126169 0.0809 0.0664 0.0100 1.367847 1.362872
2459815 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.014746 1.445049 -0.455150 0.706598 0.137481 0.357866 -0.516537 -0.749442 0.0835 0.0704 0.0104 1.454787 1.459798
2459814 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459813 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.415748 6.037339 -0.188813 1.962362 1.736442 6.643998 1.480650 0.219209 0.1261 0.0970 0.0236 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 128: 2459937

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 10.970027 9.417513 10.970027 9.408640 9.896432 7.402386 7.839058 2.767251 4.025260

Antenna 128: 2459936

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Power 11.300569 8.719822 9.947456 11.027756 11.300569 8.570765 9.233476 6.755964 6.349817

Antenna 128: 2459935

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 10.863123 10.863123 9.141489 9.119369 8.380045 9.483117 8.904652 1.473609 0.972787

Antenna 128: 2459934

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 13.473470 11.914537 13.473470 9.101111 9.667582 8.607100 8.622409 0.364619 0.400305

Antenna 128: 2459933

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 10.629163 10.629163 9.626946 9.588794 9.072014 8.269502 8.418799 -0.262878 -0.133746

Antenna 128: 2459932

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 14.006655 14.006655 11.710854 10.251604 9.509449 2.660936 3.319351 1.527502 1.332905

Antenna 128: 2459931

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 12.656398 10.962836 12.656398 10.201989 10.684651 6.668402 7.379669 0.288481 0.704593

Antenna 128: 2459930

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 10.701657 9.313991 10.701657 8.645278 9.353593 6.458839 7.008048 1.114053 0.851010

Antenna 128: 2459929

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 128: 2459928

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Power 10.892253 10.029781 9.249907 10.892253 10.397197 9.022036 8.694792 0.776918 0.645393

Antenna 128: 2459927

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 11.855087 11.855087 9.993394 10.301043 9.700931 1.281532 3.090719 1.167132 1.116958

Antenna 128: 2459926

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 11.872928 11.872928 8.561358 9.104735 8.736714 1.381738 1.046650 0.970408 0.760678

Antenna 128: 2459925

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Power 11.729786 7.404230 7.989695 11.294659 11.729786 4.671913 5.768454 3.011070 1.881075

Antenna 128: 2459924

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Power 10.936061 9.975761 10.913856 10.646700 10.936061 6.825860 7.230015 0.436862 0.543198

Antenna 128: 2459923

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 11.775089 11.775089 10.528676 10.331750 9.686645 5.801012 5.875478 1.638413 2.387663

Antenna 128: 2459922

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 11.043469 11.043469 9.862017 8.053206 7.484136 9.931395 9.883364 0.514788 0.216906

Antenna 128: 2459921

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Temporal Variability 11.335039 8.766478 9.894038 8.280531 9.285100 11.320313 11.335039 -0.046887 0.431204

Antenna 128: 2459920

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 9.757597 9.757597 8.796243 7.975038 7.386873 7.160540 7.054948 1.249083 0.718162

Antenna 128: 2459919

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 10.525495 9.508463 10.525495 8.531933 9.033468 9.110831 10.304289 0.645897 1.371158

Antenna 128: 2459918

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 11.997519 11.997519 11.207540 9.210669 8.743023 6.736103 6.963360 0.937124 1.784220

Antenna 128: 2459917

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 9.892848 9.892848 9.115893 9.421393 8.950196 7.669131 4.960861 0.606362 0.331412

Antenna 128: 2459916

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 10.456367 9.750258 10.456367 8.926608 9.308313 7.312104 7.749554 0.693425 1.080336

Antenna 128: 2459915

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 11.171114 10.418517 11.171114 10.584248 10.942363 7.868046 7.615737 3.274994 2.481118

Antenna 128: 2459914

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 12.328436 11.190361 12.328436 11.256710 11.686120 8.562994 9.158440 6.613937 6.449431

Antenna 128: 2459913

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 12.282456 12.282456 11.265198 9.987116 9.453488 9.177400 8.972216 1.977264 5.157547

Antenna 128: 2459912

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 10.425963 10.425963 9.328219 9.090559 8.357126 8.025354 8.642583 0.692550 0.131921

Antenna 128: 2459911

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Temporal Variability 142.444756 3.636548 6.427219 7.893530 8.088338 142.444756 110.665362 3.530912 0.469564

Antenna 128: 2459910

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Temporal Variability 1.879820 0.124752 -0.628268 0.700921 1.102302 1.879820 -0.655917 0.777366 -0.265708

Antenna 128: 2459909

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Temporal Variability 1.807353 0.220921 -0.667574 0.741065 1.053728 1.807353 -0.410731 1.272698 -0.132595

Antenna 128: 2459908

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Temporal Discontinuties 1.335954 -0.644825 0.417579 1.038387 0.716738 -0.370507 1.328322 -0.325775 1.335954

Antenna 128: 2459907

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Temporal Discontinuties 3.045416 0.368156 -0.627276 0.715737 1.045798 1.884248 -0.370976 3.045416 0.129258

Antenna 128: 2459906

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Temporal Variability 2.154626 0.129545 -0.751375 0.691778 1.079349 2.154626 -0.489816 0.951512 -0.514923

Antenna 128: 2459905

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Temporal Discontinuties 1.403882 0.202644 -0.703843 0.784142 1.154045 0.601909 -0.307719 1.403882 -0.205304

Antenna 128: 2459904

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok ee Power 1.266094 0.187505 -0.778057 0.847000 1.266094 1.212341 -0.264794 0.331031 -0.242781

Antenna 128: 2459903

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Temporal Variability 1.608217 0.237199 -0.657904 0.663342 1.254082 1.608217 -0.290780 0.300492 -0.063758

Antenna 128: 2459902

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Temporal Discontinuties 2.255799 -0.492887 0.357537 1.331558 0.575260 -0.552117 1.989213 -0.183381 2.255799

Antenna 128: 2459901

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Temporal Variability 2.829887 -0.604111 0.198693 1.159233 0.723539 -0.483753 2.829887 -0.413455 1.104296

Antenna 128: 2459900

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Temporal Variability 2.876197 -0.614701 0.014768 1.228474 0.772886 -0.763534 2.876197 -0.438890 0.678601

Antenna 128: 2459898

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Temporal Variability 1.528207 0.292219 -0.679100 0.607309 1.087358 1.528207 -0.277117 0.026232 -0.076921

Antenna 128: 2459897

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Temporal Variability 1.180703 -0.243267 -0.718738 0.719859 1.034233 1.180703 -0.175134 0.172245 -0.130981

Antenna 128: 2459896

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Temporal Discontinuties 1.570002 -0.279112 -0.719109 0.497208 1.195540 0.558427 -0.441561 1.570002 0.063447

Antenna 128: 2459895

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok ee Temporal Discontinuties 2.121616 -0.772243 -0.881817 1.643827 0.771659 0.256033 2.026798 2.121616 1.370949

Antenna 128: 2459894

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Temporal Variability 1.171331 -0.419010 -0.975402 0.783374 0.966201 1.171331 -0.539609 -0.465838 -0.560882

Antenna 128: 2459893

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok ee Power 1.109399 -0.946645 -0.143060 1.109399 0.639196 -0.065275 0.376253 -0.261327 0.356996

Antenna 128: 2459892

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Temporal Variability 2.029942 -0.093177 -0.833629 0.574240 1.362136 2.029942 -0.677165 1.048753 -0.206648

Antenna 128: 2459891

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok ee Power 1.290089 -1.003473 -0.259669 1.290089 0.738465 -0.598034 0.039355 -0.209310 -0.212361

Antenna 128: 2459890

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok ee Power 1.918251 -0.647300 -0.983389 0.970589 1.918251 0.910176 -0.779453 1.181029 0.084491

Antenna 128: 2459889

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok ee Power 1.213018 -1.109190 -0.532469 1.213018 0.677051 -0.276161 0.803463 -0.558529 -0.358872

Antenna 128: 2459888

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok ee Power 1.931734 -0.551046 -0.936588 0.681843 1.931734 -0.178288 -0.498180 0.120817 0.421479

Antenna 128: 2459887

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok ee Power 2.182053 -0.441038 -0.813569 0.520889 2.182053 0.480220 -0.419557 -0.041038 -0.266552

Antenna 128: 2459886

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok ee Temporal Discontinuties 2.272288 -1.123838 -0.396195 1.885757 0.471679 1.763327 0.591412 2.272288 0.784997

Antenna 128: 2459885

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok ee Power 8.598554 -0.139910 -0.886661 2.345330 8.598554 1.746964 0.738961 0.540125 2.763717

Antenna 128: 2459884

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok ee Power 1.548959 -0.576939 -1.038988 0.629199 1.548959 -0.157376 0.393901 -0.522947 -0.493870

Antenna 128: 2459883

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok ee Power 7.733098 0.350782 -0.389679 1.628420 7.733098 1.786317 -0.097433 -0.180209 -0.364469

Antenna 128: 2459882

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok ee Power 8.126354 0.209607 -0.718252 3.697368 8.126354 1.193113 -0.147372 -0.275227 -0.208327

Antenna 128: 2459881

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok ee Power 10.044855 0.201948 -0.718761 3.314760 10.044855 0.278202 1.209136 -0.198832 0.067708

Antenna 128: 2459880

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok ee Power 7.906866 0.146821 -0.712344 2.421409 7.906866 1.682904 0.362639 -0.195780 -0.052252

Antenna 128: 2459879

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok ee Power 1.317714 -0.224756 -0.713182 0.799726 1.317714 0.152870 -0.004027 -0.323672 -0.073432

Antenna 128: 2459878

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok ee Power 8.313950 0.296547 -0.150769 2.524239 8.313950 2.133841 0.127943 0.905103 2.519793

Antenna 128: 2459876

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok ee Power 5.918602 -0.271185 -0.245023 5.918602 2.114450 0.064794 0.946873 0.379153 0.469074

Antenna 128: 2459875

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok ee Power 7.426895 -0.856577 2.762624 7.426895 2.901567 -0.081724 2.077165 -0.516871 -0.122578

Antenna 128: 2459874

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok ee Power 3.335389 -0.951672 1.327956 3.335389 1.127143 0.292694 0.191092 0.155278 -0.212822

Antenna 128: 2459873

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 8.683849 -0.763728 8.683849 4.685339 2.792539 -0.563074 1.862042 -0.644234 -0.233739

Antenna 128: 2459872

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 8.320593 8.320593 -1.098811 3.054517 5.671047 2.619515 -0.120874 -0.676776 -0.343899

Antenna 128: 2459871

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok ee Power 6.714298 6.613537 -0.827347 2.427511 6.714298 2.077601 -0.297174 -0.572594 -0.347490

Antenna 128: 2459870

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 11.945372 -1.127152 11.945372 4.909025 1.397052 0.105168 3.661796 1.069466 0.645458

Antenna 128: 2459869

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 8.948507 -1.461667 8.948507 5.165129 0.663342 -0.078170 2.278574 -0.216657 -0.755945

Antenna 128: 2459868

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 11.395659 -1.038612 11.395659 7.809225 3.547169 0.176399 2.699547 0.007347 -0.404079

Antenna 128: 2459867

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 8.559694 -0.800005 8.559694 5.547582 2.733898 -0.323463 2.445320 -0.073000 -0.471744

Antenna 128: 2459866

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 9.465198 9.465198 -0.749652 2.756364 5.610566 2.460565 -0.130826 -0.548119 -0.168283

Antenna 128: 2459865

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 12.261137 -0.125575 12.261137 1.603172 0.529971 -0.334980 2.705105 -0.407826 -0.345259

Antenna 128: 2459864

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 13.414470 13.414470 -1.031913 -0.793606 -0.921455 1.741661 -0.393353 0.211203 0.049918

Antenna 128: 2459863

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 7.713131 -0.812650 7.713131 -0.099229 -0.053092 0.185363 0.048730 -0.267342 -0.412089

Antenna 128: 2459862

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 6.294983 -0.783531 6.294983 -1.514381 -1.102185 -0.059653 1.478958 -0.467679 -0.553869

Antenna 128: 2459861

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 3.697821 3.697821 -0.702388 0.061608 -0.022234 -0.562629 0.555889 -0.511228 -0.226077

Antenna 128: 2459860

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 3.896155 -0.930297 3.896155 -1.033636 -0.437316 -0.307797 1.209938 -0.215726 -0.718402

Antenna 128: 2459859

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 3.485021 -0.650513 3.485021 0.046189 -0.168483 0.870905 -1.268310 -0.278934 -0.388903

Antenna 128: 2459858

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 3.719527 3.719527 -0.647063 -0.205097 -0.000856 -0.929230 1.312169 -0.485992 -0.328060

Antenna 128: 2459857

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Temporal Variability 2.777059 0.870812 -0.650404 -0.291430 0.195564 2.777059 -1.238020 -0.320423 -0.550028

Antenna 128: 2459856

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 6.446757 -0.765837 6.446757 -0.877317 0.164136 -0.354560 1.835275 -0.457550 -0.542553

Antenna 128: 2459855

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 7.326727 7.326727 -1.652440 2.114526 0.246197 2.165835 -0.367545 -0.785649 -0.299333

Antenna 128: 2459854

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 7.469398 7.469398 -1.856417 0.825643 0.391396 1.408706 -0.349936 -0.622097 -0.119173

Antenna 128: 2459853

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 5.017066 5.017066 -1.234238 1.251652 0.489391 1.597028 -0.047595 -0.383072 -0.049157

Antenna 128: 2459852

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 2.175376 -0.604448 2.175376 -0.135936 0.133451 -0.069201 1.530861 -0.922025 -0.502256

Antenna 128: 2459851

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 3.549983 -1.276981 3.549983 0.419953 1.205351 0.032805 0.064042 -0.070820 -0.670872

Antenna 128: 2459850

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 4.530076 -1.345295 4.530076 0.413448 1.118601 -0.015458 1.545640 -0.141937 -0.685363

Antenna 128: 2459849

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 5.288157 -1.626142 5.288157 1.551859 4.694125 -0.032695 1.900931 0.222559 -0.719382

Antenna 128: 2459848

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 5.066744 5.066744 -1.262008 2.683244 -0.610714 1.883323 0.668659 -0.349098 -0.146917

Antenna 128: 2459847

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 4.594297 4.594297 -1.265027 2.030754 -0.878831 0.166597 -0.234649 -0.626904 -0.557695

Antenna 128: 2459845

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 6.675045 6.675045 -1.271773 5.419665 0.113606 2.633829 -0.228331 -0.926419 -0.233328

Antenna 128: 2459844

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 3.398109 -0.912364 3.398109 -0.191246 1.144540 -0.320985 2.262651 -0.708642 -1.206729

Antenna 128: 2459843

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 6.955169 6.955169 -0.867030 1.334085 -0.328242 1.041420 -0.286887 -0.312819 -0.258577

Antenna 128: 2459842

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 1.717986 -0.647383 1.717986 0.490011 -0.728761 0.480092 0.045988 -0.008303 0.096026

Antenna 128: 2459841

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Temporal Variability 5.885939 -0.951964 4.501729 0.060560 0.145461 -1.148896 5.885939 0.871352 0.381836

Antenna 128: 2459840

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 1.063117 -0.292921 1.063117 0.201471 -0.376208 -1.000739 -0.883248 -0.235253 -0.056071

Antenna 128: 2459839

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Temporal Variability 3.145084 0.010519 -0.403978 -0.753361 -0.068623 3.145084 2.174414 -0.422009 -0.477099

Antenna 128: 2459838

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 128: 2459835

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Temporal Variability 0.706188 0.103012 -0.353991 -0.345496 -1.025258 0.706188 -0.148533 -0.735396 -0.484917

Antenna 128: 2459833

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
128 N10 digital_ok ee Power 0.630562 -0.464674 -0.435296 -0.193233 0.630562 0.533108 -0.184150 -0.177940 -0.024382

Antenna 128: 2459832

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
128 N10 digital_ok nn Shape 4.637942 -1.852873 4.637942 -0.846238 0.095282 0.196134 2.705335 0.442398 -0.589073
In [ ]: